Profiling Report B Events

Dataset statistics

Number of variables	13
Number of observations	130000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	12.9 MiB
Average record size in memory	104.0 B

Variable types

Numeric	7
Text	2
DateTime	2
Categorical	1
Unsupported	1

Alerts

`Avg packet len` is highly overall correlated with `Data speed` and 1 other fields	High correlation
`Data speed` is highly overall correlated with `Avg packet len` and 1 other fields	High correlation
`Packet speed` is highly overall correlated with `Data speed`	High correlation
`Type` is highly overall correlated with `Avg packet len`	High correlation
`Type` is highly imbalanced (82.8%)	Imbalance
`Packet speed` is highly skewed (γ1 = 57.68210892)	Skewed
`Data speed` is highly skewed (γ1 = 52.04107752)	Skewed
`Avg source IP count` is highly skewed (γ1 = 57.42175682)	Skewed
`Attack ID` is uniformly distributed	Uniform
`Attack ID` has unique values	Unique
`Duration` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Port number` has 66483 (51.1%) zeros	Zeros
`Avg packet len` has 4178 (3.2%) zeros	Zeros

Reproduction

Analysis started	2025-03-09 13:34:17.417191
Analysis finished	2025-03-09 13:34:23.138410
Duration	5.72 seconds
Software version	ydata-profiling vv4.13.0
Download configuration	config.json

Attack ID
Real number (ℝ)

Uniform Unique

Distinct	130000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	637941.5

Minimum	572942
Maximum	702941
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1015.8 KiB

Quantile statistics

Minimum	572942
5-th percentile	579441.95
Q1	605441.75
median	637941.5
Q3	670441.25
95-th percentile	696441.05
Maximum	702941
Range	129999
Interquartile range (IQR)	64999.5

Descriptive statistics

Standard deviation	37527.912
Coefficient of variation (CV)	0.058826572
Kurtosis	-1.2
Mean	637941.5
Median Absolute Deviation (MAD)	32500
Skewness	0
Sum	8.2932395 × 10¹⁰
Variance	1.4083442 × 10⁹
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
702941	1	< 0.1%
572942	1	< 0.1%
572943	1	< 0.1%
572944	1	< 0.1%
572945	1	< 0.1%
572946	1	< 0.1%
572947	1	< 0.1%
572948	1	< 0.1%
572949	1	< 0.1%
572950	1	< 0.1%
Other values (129990)	129990	> 99.9%

Value	Count	Frequency (%)
572942	1	< 0.1%
572943	1	< 0.1%
572944	1	< 0.1%
572945	1	< 0.1%
572946	1	< 0.1%
572947	1	< 0.1%
572948	1	< 0.1%
572949	1	< 0.1%
572950	1	< 0.1%
572951	1	< 0.1%

Value	Count	Frequency (%)
702941	1	< 0.1%
702940	1	< 0.1%
702939	1	< 0.1%
702938	1	< 0.1%
702937	1	< 0.1%
702936	1	< 0.1%
702935	1	< 0.1%
702934	1	< 0.1%
702933	1	< 0.1%
702932	1	< 0.1%

Victim IP
Text

Distinct	5860
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Memory size	1015.8 KiB

Length

Max length	8
Median length	8
Mean length	7.9609308
Min length	7

Characters and Unicode

Total characters	1034921
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3677 ?
Unique (%)	2.8%

Sample

1st row	IP_43014
2nd row	IP_59468
3rd row	IP_19543
4th row	IP_21200
5th row	IP_3403

Value	Count	Frequency (%)
ip_59468	18477	14.2%
ip_60976	13732	10.6%
ip_50126	4433	3.4%
ip_3403	4359	3.4%
ip_62577	4158	3.2%
ip_58857	4034	3.1%
ip_54248	3641	2.8%
ip_56816	3083	2.4%
ip_64024	2312	1.8%
ip_60814	2287	1.8%
Other values (5850)	69484	53.4%

Most occurring characters

Value	Count	Frequency (%)
I	130000	12.6%
P	130000	12.6%
_	130000	12.6%
6	127153	12.3%
4	81144	7.8%
5	81039	7.8%
9	64509	6.2%
8	56936	5.5%
0	56711	5.5%
2	51019	4.9%
Other values (3)	126410	12.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1034921	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	130000	12.6%
P	130000	12.6%
_	130000	12.6%
6	127153	12.3%
4	81144	7.8%
5	81039	7.8%
9	64509	6.2%
8	56936	5.5%
0	56711	5.5%
2	51019	4.9%
Other values (3)	126410	12.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1034921	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	130000	12.6%
P	130000	12.6%
_	130000	12.6%
6	127153	12.3%
4	81144	7.8%
5	81039	7.8%
9	64509	6.2%
8	56936	5.5%
0	56711	5.5%
2	51019	4.9%
Other values (3)	126410	12.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1034921	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	130000	12.6%
P	130000	12.6%
_	130000	12.6%
6	127153	12.3%
4	81144	7.8%
5	81039	7.8%
9	64509	6.2%
8	56936	5.5%
0	56711	5.5%
2	51019	4.9%
Other values (3)	126410	12.2%

Port number
Real number (ℝ)

Zeros

Distinct	19768
Distinct (%)	15.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15808.226

Minimum	0
Maximum	65535
Zeros	66483
Zeros (%)	51.1%
Negative	0
Negative (%)	0.0%
Memory size	1015.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	40163.5
95-th percentile	61719.1
Maximum	65535
Range	65535
Interquartile range (IQR)	40163.5

Descriptive statistics

Standard deviation	24248.41
Coefficient of variation (CV)	1.5339109
Kurtosis	-0.74917579
Mean	15808.226
Median Absolute Deviation (MAD)	0
Skewness	1.0473936
Sum	2.0550694 × 10⁹
Variance	5.8798541 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	66483	51.1%
443	16589	12.8%
7777	4633	3.6%
22552	504	0.4%
11198	497	0.4%
40072	399	0.3%
51820	375	0.3%
39327	256	0.2%
3400	207	0.2%
41821	205	0.2%
Other values (19758)	39852	30.7%

Value	Count	Frequency (%)
0	66483	51.1%
1	3	< 0.1%
21	1	< 0.1%
22	203	0.2%
23	5	< 0.1%
25	17	< 0.1%
40	7	< 0.1%
53	108	0.1%
60	20	< 0.1%
80	169	0.1%

Value	Count	Frequency (%)
65535	4	< 0.1%
65534	2	< 0.1%
65533	1	< 0.1%
65532	2	< 0.1%
65531	1	< 0.1%
65530	2	< 0.1%
65529	3	< 0.1%
65528	1	< 0.1%
65525	2	< 0.1%
65524	8	< 0.1%

Attack code
Text

Distinct	123
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1015.8 KiB

Length

Max length	126
Median length	19
Mean length	18.602585
Min length	3

Characters and Unicode

Total characters	2418336
Distinct characters	40
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	70 ?
Unique (%)	0.1%

Sample

1st row	High volume traffic
2nd row	High volume traffic
3rd row	High volume traffic
4th row	ICMP
5th row	High volume traffic

Value	Count	Frequency (%)
traffic	125793	32.8%
high	125527	32.8%
volume	125527	32.8%
icmp	3548	0.9%
syn	577	0.2%
attack	577	0.2%
dns	489	0.1%
suspicious	266	0.1%
ntp	234	0.1%
wsd	115	< 0.1%
Other values (14)	574	0.1%

Most occurring characters

Value	Count	Frequency (%)
	253227	10.5%
i	252042	10.4%
f	251670	10.4%
t	127133	5.3%
c	126858	5.2%
a	126606	5.2%
u	126059	5.2%
r	125965	5.2%
e	125957	5.2%
o	125922	5.2%
Other values (30)	776897	32.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2418336	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	253227	10.5%
i	252042	10.4%
f	251670	10.4%
t	127133	5.3%
c	126858	5.2%
a	126606	5.2%
u	126059	5.2%
r	125965	5.2%
e	125957	5.2%
o	125922	5.2%
Other values (30)	776897	32.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2418336	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	253227	10.5%
i	252042	10.4%
f	251670	10.4%
t	127133	5.3%
c	126858	5.2%
a	126606	5.2%
u	126059	5.2%
r	125965	5.2%
e	125957	5.2%
o	125922	5.2%
Other values (30)	776897	32.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2418336	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	253227	10.5%
i	252042	10.4%
f	251670	10.4%
t	127133	5.3%
c	126858	5.2%
a	126606	5.2%
u	126059	5.2%
r	125965	5.2%
e	125957	5.2%
o	125922	5.2%
Other values (30)	776897	32.1%

Detect count
Real number (ℝ)

Distinct	846
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.4880692

Minimum	1
Maximum	5679
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1015.8 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	11
Maximum	5679
Range	5678
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	88.176086
Coefficient of variation (CV)	9.2933645
Kurtosis	554.32533
Mean	9.4880692
Median Absolute Deviation (MAD)	0
Skewness	19.731088
Sum	1233449
Variance	7775.0221
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	77332	59.5%
2	20470	15.7%
3	9033	6.9%
4	5167	4.0%
5	3212	2.5%
6	2361	1.8%
7	1944	1.5%
8	1568	1.2%
9	1262	1.0%
10	901	0.7%
Other values (836)	6750	5.2%

Value	Count	Frequency (%)
1	77332	59.5%
2	20470	15.7%
3	9033	6.9%
4	5167	4.0%
5	3212	2.5%
6	2361	1.8%
7	1944	1.5%
8	1568	1.2%
9	1262	1.0%
10	901	0.7%

Value	Count	Frequency (%)
5679	1	< 0.1%
4645	1	< 0.1%
4549	1	< 0.1%
3699	1	< 0.1%
2917	1	< 0.1%
2862	1	< 0.1%
2756	1	< 0.1%
2747	1	< 0.1%
2744	1	< 0.1%
2679	1	< 0.1%

Packet speed
Real number (ℝ)

High correlation Skewed

Distinct	16108
Distinct (%)	12.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	67797.89

Minimum	5500
Maximum	7475824
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1015.8 KiB

Quantile statistics

Minimum	5500
5-th percentile	51100
Q1	56000
median	64000
Q3	73100
95-th percentile	89100
Maximum	7475824
Range	7470324
Interquartile range (IQR)	17100

Descriptive statistics

Standard deviation	62404.222
Coefficient of variation (CV)	0.9204449
Kurtosis	4378.5196
Mean	67797.89
Median Absolute Deviation (MAD)	8400
Skewness	57.682109
Sum	8.8137257 × 10⁹
Variance	3.8942869 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
51700	632	0.5%
50400	626	0.5%
50800	616	0.5%
51200	604	0.5%
55000	577	0.4%
52000	573	0.4%
51000	562	0.4%
51600	559	0.4%
50600	547	0.4%
52800	545	0.4%
Other values (16098)	124159	95.5%

Value	Count	Frequency (%)
5500	1	< 0.1%
7900	1	< 0.1%
8900	1	< 0.1%
9300	1	< 0.1%
10100	1	< 0.1%
10400	1	< 0.1%
12200	1	< 0.1%
12500	1	< 0.1%
13000	1	< 0.1%
13500	1	< 0.1%

Value	Count	Frequency (%)
7475824	1	< 0.1%
5828739	1	< 0.1%
5709796	1	< 0.1%
4847726	1	< 0.1%
4326725	1	< 0.1%
4111053	1	< 0.1%
3991276	1	< 0.1%
3856093	1	< 0.1%
3840000	1	< 0.1%
3793881	1	< 0.1%

Data speed
Real number (ℝ)

High correlation Skewed

Distinct	415
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	75.554477

Minimum	0
Maximum	6702
Zeros	5
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1015.8 KiB

Quantile statistics

Minimum	0
5-th percentile	39
Q1	65
median	73
Q3	86
95-th percentile	111
Maximum	6702
Range	6702
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	56.97917
Coefficient of variation (CV)	0.75414684
Kurtosis	3953.3847
Mean	75.554477
Median Absolute Deviation (MAD)	10
Skewness	52.041078
Sum	9822082
Variance	3246.6259
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
70	4358	3.4%
71	4255	3.3%
68	4204	3.2%
72	4186	3.2%
73	4078	3.1%
67	4064	3.1%
69	4063	3.1%
66	3927	3.0%
65	3489	2.7%
74	3480	2.7%
Other values (405)	89896	69.2%

Value	Count	Frequency (%)
0	5	< 0.1%
1	18	< 0.1%
2	52	< 0.1%
3	1363	1.0%
4	2237	1.7%
5	363	0.3%
6	130	0.1%
7	110	0.1%
8	190	0.1%
9	168	0.1%

Value	Count	Frequency (%)
6702	1	< 0.1%
4779	1	< 0.1%
4667	1	< 0.1%
4449	1	< 0.1%
4413	1	< 0.1%
3874	1	< 0.1%
3645	1	< 0.1%
3644	1	< 0.1%
3623	1	< 0.1%
3600	1	< 0.1%

Avg packet len
Real number (ℝ)

High correlation Zeros

Distinct	1299
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1176.7021

Minimum	0
Maximum	1518
Zeros	4178
Zeros (%)	3.2%
Negative	0
Negative (%)	0.0%
Memory size	1015.8 KiB

Quantile statistics

Minimum	0
5-th percentile	546
Q1	1061
median	1283
Q3	1356
95-th percentile	1498
Maximum	1518
Range	1518
Interquartile range (IQR)	295

Descriptive statistics

Standard deviation	318.14459
Coefficient of variation (CV)	0.27036968
Kurtosis	5.0378594
Mean	1176.7021
Median Absolute Deviation (MAD)	169
Skewness	-2.1069632
Sum	1.5297128 × 10⁸
Variance	101215.98
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1284	7644	5.9%
1498	6144	4.7%
1285	5432	4.2%
0	4178	3.2%
1068	3431	2.6%
874	3256	2.5%
1286	2837	2.2%
1283	2461	1.9%
1358	1940	1.5%
1278	1823	1.4%
Other values (1289)	90854	69.9%

Value	Count	Frequency (%)
0	4178	3.2%
20	1	< 0.1%
46	24	< 0.1%
47	12	< 0.1%
51	3	< 0.1%
55	1	< 0.1%
57	11	< 0.1%
58	23	< 0.1%
59	9	< 0.1%
60	3	< 0.1%

Value	Count	Frequency (%)
1518	270	0.2%
1517	43	< 0.1%
1516	20	< 0.1%
1515	15	< 0.1%
1514	29	< 0.1%
1513	16	< 0.1%
1512	42	< 0.1%
1511	7	< 0.1%
1510	85	0.1%
1509	10	< 0.1%

Avg source IP count
Real number (ℝ)

Skewed

Distinct	368
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.7259846

Minimum	1
Maximum	18602
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1015.8 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	9
Maximum	18602
Range	18601
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	197.96204
Coefficient of variation (CV)	22.686499
Kurtosis	3872.3504
Mean	8.7259846
Median Absolute Deviation (MAD)	0
Skewness	57.421757
Sum	1134378
Variance	39188.968
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	82605	63.5%
2	17528	13.5%
3	10354	8.0%
4	6431	4.9%
5	3051	2.3%
6	1541	1.2%
7	1054	0.8%
8	799	0.6%
9	591	0.5%
10	420	0.3%
Other values (358)	5626	4.3%

Value	Count	Frequency (%)
1	82605	63.5%
2	17528	13.5%
3	10354	8.0%
4	6431	4.9%
5	3051	2.3%
6	1541	1.2%
7	1054	0.8%
8	799	0.6%
9	591	0.5%
10	420	0.3%

Value	Count	Frequency (%)
18602	1	< 0.1%
17477	1	< 0.1%
17217	1	< 0.1%
16094	1	< 0.1%
14672	1	< 0.1%
14590	1	< 0.1%
14190	1	< 0.1%
13101	1	< 0.1%
12965	1	< 0.1%
12071	1	< 0.1%

Start time
Date

Distinct	128541
Distinct (%)	98.9%
Missing	0
Missing (%)	0.0%
Memory size	1015.8 KiB

Minimum	2023-04-27 12:38:37
Maximum	2023-08-25 18:05:56
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

End time
Date

Distinct	128494
Distinct (%)	98.8%
Missing	0
Missing (%)	0.0%
Memory size	1015.8 KiB

Minimum	2023-04-27 12:38:38
Maximum	2023-08-25 18:05:57
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Type
Categorical

High correlation Imbalance

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1015.8 KiB

Normal traffic	124880
Suspicious traffic	3673
DDoS attack	1447

Length

Max length	18
Median length	14
Mean length	14.079623
Min length	11

Characters and Unicode

Total characters	1830351
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Normal traffic
2nd row	Normal traffic
3rd row	Normal traffic
4th row	Suspicious traffic
5th row	Normal traffic

Common Values

Value	Count	Frequency (%)
Normal traffic	124880	96.1%
Suspicious traffic	3673	2.8%
DDoS attack	1447	1.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
traffic	128553	49.4%
normal	124880	48.0%
suspicious	3673	1.4%
ddos	1447	0.6%
attack	1447	0.6%

Most occurring characters

Value	Count	Frequency (%)
f	257106	14.0%
a	256327	14.0%
r	253433	13.8%
i	135899	7.4%
c	133673	7.3%
t	131447	7.2%
	130000	7.1%
o	130000	7.1%
N	124880	6.8%
l	124880	6.8%
Other values (7)	152706	8.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1830351	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
f	257106	14.0%
a	256327	14.0%
r	253433	13.8%
i	135899	7.4%
c	133673	7.3%
t	131447	7.2%
	130000	7.1%
o	130000	7.1%
N	124880	6.8%
l	124880	6.8%
Other values (7)	152706	8.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1830351	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
f	257106	14.0%
a	256327	14.0%
r	253433	13.8%
i	135899	7.4%
c	133673	7.3%
t	131447	7.2%
	130000	7.1%
o	130000	7.1%
N	124880	6.8%
l	124880	6.8%
Other values (7)	152706	8.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1830351	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
f	257106	14.0%
a	256327	14.0%
r	253433	13.8%
i	135899	7.4%
c	133673	7.3%
t	131447	7.2%
	130000	7.1%
o	130000	7.1%
N	124880	6.8%
l	124880	6.8%
Other values (7)	152706	8.3%

Duration
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	1015.8 KiB

	Attack ID	Avg packet len	Avg source IP count	Data speed	Detect count	Packet speed	Port number	Type
Attack ID	1.000	0.009	0.054	0.014	0.033	-0.010	-0.019	0.068
Avg packet len	0.009	1.000	-0.484	0.621	-0.093	-0.145	0.038	0.621
Avg source IP count	0.054	-0.484	1.000	-0.296	0.032	0.032	-0.022	0.171
Data speed	0.014	0.621	-0.296	1.000	0.012	0.598	0.253	0.141
Detect count	0.033	-0.093	0.032	0.012	1.000	0.187	-0.096	0.107
Packet speed	-0.010	-0.145	0.032	0.598	0.187	1.000	0.196	0.155
Port number	-0.019	0.038	-0.022	0.253	-0.096	0.196	1.000	0.112
Type	0.068	0.621	0.171	0.141	0.107	0.155	0.112	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	Attack ID	Victim IP	Port number	Attack code	Detect count	Packet speed	Data speed	Avg packet len	Avg source IP count	Start time	End time	Type	Duration
0	572942	IP_43014	52923	High volume traffic	1	82100	99	1273	2	2023-04-27 12:38:37	2023-04-27 12:38:38	Normal traffic	0 days 00:00:01
1	572943	IP_59468	443	High volume traffic	1	61200	61	1051	3	2023-04-27 12:38:53	2023-04-27 12:38:54	Normal traffic	0 days 00:00:01
2	572944	IP_19543	58702	High volume traffic	2	61300	74	1293	4	2023-04-27 12:39:53	2023-04-27 12:40:50	Normal traffic	0 days 00:00:57
3	572945	IP_21200	0	ICMP	1	50200	3	0	52	2023-04-27 12:40:15	2023-04-27 12:40:16	Suspicious traffic	0 days 00:00:01
4	572946	IP_3403	21776	High volume traffic	1	71000	84	1262	7	2023-04-27 12:40:24	2023-04-27 12:40:25	Normal traffic	0 days 00:00:01
5	572947	IP_62577	0	High volume traffic	7	77886	66	874	1	2023-04-27 12:40:55	2023-04-27 12:41:04	Normal traffic	0 days 00:00:09
6	572948	IP_56816	0	High volume traffic	1	64200	8	141	1	2023-04-27 12:41:35	2023-04-27 12:41:36	Normal traffic	0 days 00:00:01
7	572949	IP_62791	0	High volume traffic	1	62500	89	1498	1	2023-04-27 12:43:33	2023-04-27 12:43:34	Normal traffic	0 days 00:00:01
8	572950	IP_59468	44058	High volume traffic	2	80700	81	1055	4	2023-04-27 12:43:45	2023-04-27 12:43:50	Normal traffic	0 days 00:00:05
9	572951	IP_19543	63477	High volume traffic	2	67100	81	1279	2	2023-04-27 12:43:55	2023-04-27 12:43:58	Normal traffic	0 days 00:00:03

	Attack ID	Victim IP	Port number	Attack code	Detect count	Packet speed	Data speed	Avg packet len	Avg source IP count	Start time	End time	Type	Duration
129990	702932	IP_54248	0	High volume traffic	1	55300	79	1498	1	2023-08-25 17:57:45	2023-08-25 17:57:46	Normal traffic	0 days 00:00:01
129991	702933	IP_42819	0	High volume traffic	1	51800	4	81	1	2023-08-25 17:59:36	2023-08-25 17:59:37	Normal traffic	0 days 00:00:01
129992	702934	IP_60532	0	High volume traffic	4	55775	79	1480	1	2023-08-25 18:01:07	2023-08-25 18:03:17	Normal traffic	0 days 00:02:10
129993	702935	IP_59468	0	High volume traffic	2	67450	68	1066	2	2023-08-25 18:01:21	2023-08-25 18:03:18	Normal traffic	0 days 00:01:57
129994	702936	IP_67403	0	High volume traffic	1	50100	67	1401	1	2023-08-25 18:01:31	2023-08-25 18:01:32	Normal traffic	0 days 00:00:01
129995	702937	IP_67499	0	High volume traffic	1	70400	38	576	1	2023-08-25 18:02:51	2023-08-25 18:02:52	Normal traffic	0 days 00:00:01
129996	702938	IP_47910	443	High volume traffic	2	219050	258	574	17	2023-08-25 18:03:06	2023-08-25 18:03:09	Normal traffic	0 days 00:00:03
129997	702939	IP_67140	0	High volume traffic	1	63700	91	1498	1	2023-08-25 18:04:21	2023-08-25 18:04:22	Normal traffic	0 days 00:00:01
129998	702940	IP_67500	443	High volume traffic	3	58300	33	594	1	2023-08-25 18:04:42	2023-08-25 18:05:46	Normal traffic	0 days 00:01:04
129999	702941	IP_67496	0	High volume traffic	1	50800	60	1256	1	2023-08-25 18:05:56	2023-08-25 18:05:57	Normal traffic	0 days 00:00:01

Overview

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample